Intel + WWT – GenAI / LLM
Generative Artificial Intelligence (AI) is the ability of AI to generate novel outputs including text, images and computer programs when provided with a text prompt. It unlocks new forms of creativity and expression by using deep learning techniques such as diffusion models and Generative Pre-Trained Transformers (GPTs). Examples of Generative AI applications are OpenAI’s ChatGPT and DALL-E, Google’s Bard, Stable Diffusion, GPT-J, BLOOM language model and many others.
Most businesses have a variety of workloads that already leverage a CPU server to run engineering development, databases, web services and millions of other applications. Data engineering and classical machine learning stages of the end-to-end AI pipeline already run best on the CPU. With Intel® AMX in 4th Gen Intel® Xeon® Scalable processors, the deep learning performance of CPUs is now also comparable at the level of GPUs. The ubiquity, flexibility and unmatched general and AI performance of the latest Xeon® processors combined with open accelerated software now allows businesses and individuals to leverage the power of AI (including generative AI) in all of their applications with just a CPU or in combination with other processors when they too become more ubiquitous.